3.6 KiB
3.6 KiB
1 | 轮数 | 训练集acc | 测试集acc | 训练集loss | 测试集loss | 时间 |
---|---|---|---|---|---|---|
2 | 1 | 0.4765 | 0.4731 | 0.6963 | 0.6944 | 4.88 |
3 | 2 | 0.5 | 0.5 | 0.6924 | 0.6927 | 5.09 |
4 | 3 | 0.5 | 0.5108 | 0.6923 | 0.6925 | 5.36 |
5 | 4 | 0.5126 | 0.5323 | 0.6923 | 0.6922 | 5.58 |
6 | 5 | 0.5415 | 0.5591 | 0.6921 | 0.6916 | 5.79 |
7 | 6 | 0.5704 | 0.5914 | 0.6916 | 0.6909 | 6.02 |
8 | 7 | 0.5921 | 0.5968 | 0.691 | 0.6901 | 6.23 |
9 | 8 | 0.5848 | 0.5968 | 0.6903 | 0.6892 | 6.44 |
10 | 9 | 0.574 | 0.5699 | 0.6896 | 0.6883 | 6.66 |
11 | 10 | 0.5722 | 0.5806 | 0.6889 | 0.6873 | 6.87 |
12 | 11 | 0.565 | 0.5806 | 0.6882 | 0.6865 | 7.08 |
13 | 12 | 0.5596 | 0.5806 | 0.6875 | 0.6857 | 7.3 |
14 | 13 | 0.5614 | 0.5806 | 0.6869 | 0.685 | 7.51 |
15 | 14 | 0.5614 | 0.5806 | 0.6864 | 0.6845 | 7.72 |
16 | 15 | 0.5614 | 0.5806 | 0.6859 | 0.6839 | 7.95 |
17 | 16 | 0.5614 | 0.5753 | 0.6855 | 0.6835 | 8.15 |
18 | 17 | 0.5668 | 0.5753 | 0.685 | 0.683 | 8.36 |
19 | 18 | 0.565 | 0.5699 | 0.6844 | 0.6825 | 8.58 |
20 | 19 | 0.574 | 0.5645 | 0.6839 | 0.6819 | 8.79 |
21 | 20 | 0.5686 | 0.5753 | 0.6833 | 0.6814 | 8.99 |
22 | 21 | 0.5812 | 0.5753 | 0.6823 | 0.68 | 9.2 |
23 | 22 | 0.6101 | 0.5699 | 0.6801 | 0.6783 | 9.43 |
24 | 23 | 0.5957 | 0.5753 | 0.6789 | 0.6771 | 9.65 |
25 | 24 | 0.5866 | 0.5753 | 0.6778 | 0.676 | 9.87 |
26 | 25 | 0.5884 | 0.5806 | 0.6767 | 0.675 | 10.07 |
27 | 26 | 0.5903 | 0.5753 | 0.6757 | 0.6741 | 10.28 |
28 | 27 | 0.5921 | 0.5753 | 0.6749 | 0.6734 | 10.48 |
29 | 28 | 0.5903 | 0.5806 | 0.6741 | 0.6726 | 10.68 |
30 | 29 | 0.5921 | 0.586 | 0.6734 | 0.672 | 11.0 |
31 | 30 | 0.5921 | 0.586 | 0.6728 | 0.6714 | 11.23 |
32 | 31 | 0.5921 | 0.586 | 0.6723 | 0.6709 | 11.44 |
33 | 32 | 0.5921 | 0.5806 | 0.6718 | 0.6704 | 11.65 |
34 | 33 | 0.5939 | 0.5806 | 0.6714 | 0.67 | 11.86 |
35 | 34 | 0.5957 | 0.5806 | 0.6709 | 0.6695 | 12.06 |
36 | 35 | 0.5957 | 0.5753 | 0.6705 | 0.6691 | 12.27 |
37 | 36 | 0.6011 | 0.5753 | 0.6702 | 0.6687 | 12.48 |
38 | 37 | 0.5993 | 0.5806 | 0.6698 | 0.6683 | 12.69 |
39 | 38 | 0.5993 | 0.5806 | 0.6695 | 0.6679 | 12.89 |
40 | 39 | 0.6011 | 0.5753 | 0.6691 | 0.6676 | 13.1 |
41 | 40 | 0.6029 | 0.5753 | 0.6688 | 0.6671 | 13.31 |
42 | 41 | 0.6011 | 0.5753 | 0.6684 | 0.6667 | 13.52 |
43 | 42 | 0.6047 | 0.5806 | 0.668 | 0.6663 | 13.73 |
44 | 43 | 0.6065 | 0.5806 | 0.6677 | 0.6658 | 13.93 |
45 | 44 | 0.6101 | 0.5914 | 0.6673 | 0.6653 | 14.14 |
46 | 45 | 0.6137 | 0.5914 | 0.6669 | 0.6648 | 14.35 |
47 | 46 | 0.6119 | 0.586 | 0.6665 | 0.6643 | 14.57 |
48 | 47 | 0.6101 | 0.5914 | 0.666 | 0.6637 | 14.79 |
49 | 48 | 0.6155 | 0.5968 | 0.6656 | 0.6631 | 15.01 |
50 | 49 | 0.6173 | 0.5968 | 0.6651 | 0.6624 | 15.25 |
51 | 50 | 0.6227 | 0.5914 | 0.6646 | 0.6617 | 15.48 |
52 | 51 | 0.6264 | 0.5968 | 0.664 | 0.661 | 15.68 |
53 | 52 | 0.6282 | 0.5968 | 0.6634 | 0.6602 | 15.9 |
54 | 53 | 0.63 | 0.6022 | 0.6628 | 0.6593 | 16.12 |
55 | 54 | 0.639 | 0.6022 | 0.6622 | 0.6585 | 16.37 |
56 | 55 | 0.6336 | 0.6183 | 0.6615 | 0.6576 | 16.58 |
57 | 56 | 0.6354 | 0.6183 | 0.6608 | 0.6566 | 16.79 |
58 | 57 | 0.6372 | 0.6344 | 0.6601 | 0.6556 | 17.0 |
59 | 58 | 0.6336 | 0.6398 | 0.6593 | 0.6546 | 17.22 |
60 | 59 | 0.6354 | 0.6559 | 0.6586 | 0.6536 | 17.43 |
61 | 60 | 0.639 | 0.6559 | 0.6578 | 0.6525 | 17.64 |
62 | 61 | 0.6372 | 0.6667 | 0.657 | 0.6515 | 17.85 |
63 | 62 | 0.6408 | 0.6828 | 0.6562 | 0.6504 | 18.08 |
64 | 63 | 0.6408 | 0.6882 | 0.6554 | 0.6493 | 18.3 |
65 | 64 | 0.6462 | 0.6935 | 0.6545 | 0.6482 | 18.53 |
66 | 65 | 0.6516 | 0.6989 | 0.6537 | 0.6472 | 18.74 |
67 | 66 | 0.6552 | 0.6989 | 0.6528 | 0.6461 | 18.96 |
68 | 67 | 0.657 | 0.6935 | 0.6521 | 0.645 | 19.17 |
69 | 68 | 0.6588 | 0.6935 | 0.6512 | 0.644 | 19.39 |
70 | 69 | 0.6606 | 0.6935 | 0.6504 | 0.6429 | 19.61 |
71 | 70 | 0.6625 | 0.6935 | 0.6496 | 0.6419 | 19.82 |
72 | 71 | 0.6625 | 0.6935 | 0.6488 | 0.6409 | 20.05 |
73 | 72 | 0.6606 | 0.6989 | 0.648 | 0.6399 | 20.3 |
74 | 73 | 0.6625 | 0.6989 | 0.6472 | 0.6388 | 20.56 |
75 | 74 | 0.6661 | 0.7043 | 0.6463 | 0.6379 | 20.8 |
76 | 75 | 0.6679 | 0.7043 | 0.6456 | 0.6368 | 21.01 |
77 | 76 | 0.6733 | 0.6989 | 0.6448 | 0.6359 | 21.24 |
78 | 77 | 0.6769 | 0.6989 | 0.644 | 0.635 | 21.45 |
79 | 78 | 0.6769 | 0.6989 | 0.6433 | 0.634 | 21.67 |
80 | 79 | 0.6769 | 0.7043 | 0.6424 | 0.6331 | 21.89 |
81 | 80 | 0.6769 | 0.7097 | 0.6417 | 0.6322 | 22.1 |
82 | 81 | 0.6805 | 0.7097 | 0.6409 | 0.6313 | 22.31 |
83 | 82 | 0.6841 | 0.7151 | 0.6401 | 0.6304 | 22.52 |
84 | 83 | 0.6841 | 0.7097 | 0.6394 | 0.6295 | 22.75 |
85 | 84 | 0.6877 | 0.7151 | 0.6386 | 0.6286 | 22.97 |
86 | 85 | 0.6895 | 0.7097 | 0.638 | 0.6278 | 23.18 |
87 | 86 | 0.6913 | 0.7043 | 0.6372 | 0.6268 | 23.39 |
88 | 87 | 0.6895 | 0.7151 | 0.6364 | 0.6261 | 23.6 |
89 | 88 | 0.6968 | 0.7043 | 0.6358 | 0.6253 | 23.81 |
90 | 89 | 0.6949 | 0.7097 | 0.6349 | 0.6245 | 24.02 |
91 | 90 | 0.6931 | 0.7043 | 0.6342 | 0.6238 | 24.23 |
92 | 91 | 0.6986 | 0.7043 | 0.6336 | 0.623 | 24.44 |
93 | 92 | 0.6968 | 0.7043 | 0.6328 | 0.6223 | 24.65 |
94 | 93 | 0.6968 | 0.7043 | 0.6322 | 0.6216 | 24.86 |
95 | 94 | 0.6968 | 0.7043 | 0.6314 | 0.6209 | 25.06 |
96 | 95 | 0.6949 | 0.7043 | 0.6309 | 0.6202 | 25.28 |
97 | 96 | 0.6949 | 0.7043 | 0.6301 | 0.6195 | 25.49 |
98 | 97 | 0.6949 | 0.7043 | 0.6295 | 0.6188 | 25.71 |
99 | 98 | 0.6949 | 0.7043 | 0.6289 | 0.6182 | 25.95 |
100 | 99 | 0.6968 | 0.7043 | 0.6283 | 0.6175 | 26.18 |
101 | 100 | 0.6949 | 0.6989 | 0.6277 | 0.6169 | 26.39 |